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Public Health Genomics and Precision Health Knowledge Base (v9.0)
PHGKB
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Public Health Genomics Branch
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Precision Health Database|Search|Public Health Genomics and Precision Health Knowledge Base (PHGKB)
Last data update: May 18, 2024
. (Total: 63881 Documents since 2012)
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Query Trace:
Scalable Approach to Consumer Wearable Postmarket Surveillance: Development and Validation Study.
Richard M Yoo et al. JMIR Med Inform 2024 12e51171
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Use of Consumer Wearables in Health Research: Issues and Considerations.
Rosie Dobson et al. J Med Internet Res 2023 25e52444
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Charting a Course for Smartphones and Wearables to Transform Population Health Research.
William G Dixon et al. Journal of medical Internet research 2023 25e42449
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Approval and Certification of Ophthalmic AI Devices in the European Union.
Grzybowski Andrzej et al. Ophthalmology and therapy 2023
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Prospective evaluation of smartwatch-enabled detection of left ventricular dysfunction.
Attia Zachi I et al. Nature medicine 2022
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AI detection of cardiac dysfunction from consumer watch ECG recordings
Nature Medicine, November 14, 2022
Sleep classification using Consumer Sleep Technologies and AI: A review of the current landscape.
Djanian Shagen et al. Sleep medicine 2022 100390-403
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A Smartwatch Step-Counting App for Older Adults: Development and Evaluation Study.
Boateng George et al. JMIR aging 2022 5(3) e33845
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Perceptions of and Experiences with Consumer Sleep Technologies That Use Artificial Intelligence.
Oh Esther et al. Sensors (Basel, Switzerland) 2022 22(10)
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Predictive Modeling of Mental Illness Onset Using Wearable Devices and Medical Examination Data: Machine Learning Approach.
Saito Tomoki et al. Frontiers in digital health 2022 4861808
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Multi-Night at-Home Evaluation of Improved Sleep Detection and Classification with a Memory-Enhanced Consumer Sleep Tracker.
Ghorbani Shohreh et al. Nature and science of sleep 2022 14645-660
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Consumer-grade wearables identify changes in multiple physiological systems during COVID-19 disease progression
C Mayer, et al, Cell Reports and Medicine, April 19, 2022
Wearables in Schizophrenia: Update on Current and Future Clinical Applications.
Fonseka Lakshan N et al. JMIR mHealth and uHealth 2022 10(4) e35600
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Data sources for precision public health of obesity: a scoping review, evidence map and use case in Queensland, Australia.
Canfell Oliver J et al. BMC public health 2022 22(1) 584
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Acoustic Screening for Obstructive Sleep Apnea in Home Environments Based on Deep Neural Networks.
Romero Hector E et al. IEEE journal of biomedical and health informatics 2022 PP
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Validation of a Market-Approved Artificial Intelligence Mobile Health App for Skin Cancer Screening: A Prospective Multicenter Diagnostic Accuracy Study.
Sangers Tobias et al. Dermatology (Basel, Switzerland) 2022 1-8
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The Impact of Wearable Technologies in Health Research: Scoping Review.
Huhn Sophie et al. JMIR mHealth and uHealth 2022 10(1) e34384
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Enabling Research and Clinical Use of Patient-Generated Health Data (the mindLAMP Platform): Digital Phenotyping Study.
Vaidyam Aditya et al. JMIR mHealth and uHealth 2022 10(1) e30557
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Beyond wellness monitoring: Continuous multiparameter remote automated monitoring of patients.
McGillion Michael H et al. The Canadian journal of cardiology 2021
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Crowdsourcing and machine learning approaches for extracting entities indicating potential foodborne outbreaks from social media.
Tao Dandan et al. Scientific reports 2021 11(1) 21678
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Wearable device signals and home blood pressure data across age, sex, race, ethnicity, and clinical phenotypes in the Michigan Predictive Activity & Clinical Trajectories in Health (MIPACT) study: a prospective, community-based observational study.
Golbus Jessica R et al. The Lancet. Digital health 2021 3(11) e707-e715
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Digital Biomarkers for Depression Screening With Wearable Devices: Cross-sectional Study With Machine Learning Modeling.
Rykov Yuri et al. JMIR mHealth and uHealth 2021 9(10) e24872
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Identifying non-traditional electronic datasets for population-level surveillance and prevention of cardiometabolic diseases: a scoping review protocol.
Rebinsky Reid et al. BMJ open 2021 11(8) e053485
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Wearable sensors enable personalized predictions of clinical laboratory measurements.
Dunn Jessilyn et al. Nature medicine 2021
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Wearable sensors enable personalized predictions of clinical laboratory measurements
J Dunn et al, Nature Medicine, May 24, 2021
Health Information Privacy Laws in the Digital Age: HIPAA Doesn't Apply.
Theodos Kim et al. Perspectives in health information management 2021 18(Winter) 1l
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The future of sleep health: a data-driven revolution in sleep science and medicine.
Perez-Pozuelo Ignacio et al. NPJ digital medicine 2020 Mar 3(1) 42
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Guidelines for wrist-worn consumer wearable assessment of heart rate in biobehavioral research.
Nelson Benjamin W et al. NPJ digital medicine 2020 Jun 3(1) 90
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Investigation of Influential Factors of Predicting Individuals' Use and Non-use of Fitness and Diet Apps on Smartphones: Application of the Machine Learning Algorithm (XGBoost).
Cho Jaehee et al. American journal of health behavior 2021 Jan 45(1) 111-124
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Automatic Resting Tremor Assessment in Parkinson's Disease Using Smartwatches and Multitask Convolutional Neural Networks.
Sigcha Luis et al. Sensors (Basel, Switzerland) 2021 Jan 21(1)
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Page last reviewed:
Feb 1, 2024
Page last updated:
May 18, 2024
Content source:
Public Health Genomics Branch in the Division of Blood Disorders and Public Health Genomics
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National Center on Birth Defects and Developmental Disabilities
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